Assess whether training data has a lawful basis and documented lineage

SITUATION Board AI liaison received vendor model card with missing evaluation slices after an examiner request for the current model inventory in a city using a hiring-screen algorithm. Policy or governance breach or Model defect must follow from that extract if the file can settle whether training data has a lawful basis and documented lineage.

DECISION Board AI liaison in a city using a hiring-screen algorithm must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using vendor model card with missing evaluation slices after an examiner request for the current model inventory.

HYPOTHESES TO TEST 1. Vendor model card with missing evaluation slices reads as Policy or governance breach once an examiner request for the current model inventory is lined up to the same AI Governance population. 2. Vendor model card with missing evaluation slices is closer to Model defect after an examiner request for the current model inventory; Policy or governance breach would over-claim this Bias and Training Data extract. 3. Dual failure is still live in vendor model card with missing evaluation slices for board AI liaison in a city using a hiring-screen algorithm. 4. Vendor model card with missing evaluation slices is missing the fact board AI liaison needs after an examiner request for the current model inventory; stop this AI Governance close.

ANALYSIS REQUIRED 1. Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in vendor model card with missing evaluation slices. 2. Reproduce the incident row in vendor model card with missing evaluation slices and say whether it ever touched production data. 3. Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in vendor model card with missing evaluation slices. 4. For this AI Governance Bias and Training Data file, read vendor model card with missing evaluation slices against an examiner request for the current model inventory and write the one fact that would move training data has a for board AI liaison.

RECOMMENDATION Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Bias and Training Data packet (vendor model card with missing evaluation slices after an examiner request for the current model inventory). If vendor model card with missing evaluation slices cannot force a AI Governance label under Bias and Training Data, stop. If vendor model card with missing evaluation slices after an examiner request for the current model inventory cannot support Policy or governance breach versus Model defect on this AI Governance Bias and Training Data close, board AI liaison must leave the classification unresolved and name the missing control or provenance fact.